A tool that turns raw files in a source folder into connected wiki pages. A wiki is a set of linked notes that organize information by topic.

Use it to process every unprocessed source or one named file, read the source fully, update related pages, create new topic pages when needed, and record the ingestion.

It prevents source files from remaining isolated and reduces the work of deciding whether to update an existing page or create a genuinely new one.

ingest — Skill for Claude Code by protonium-labs/axiomcore-plugin

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add protonium-labs/axiomcore-plugin --skill ingest

Clone the repo

git clone --depth 1 https://github.com/protonium-labs/axiomcore-plugin

Made for: Claude Code.

Or install axiomcore, the plugin that ships this one along with the rest of its 8 skills, 3 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/protonium-labs/axiomcore-plugin/ingest/github.svg)](https://agentmods.dev/skills/protonium-labs/axiomcore-plugin/ingest)

Your own site

<a href="https://agentmods.dev/skills/protonium-labs/axiomcore-plugin/ingest"><img src="https://agentmods.dev/badge/skills/protonium-labs/axiomcore-plugin/ingest/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/protonium-labs/axiomcore-plugin/ingest"><img src="https://agentmods.dev/badge/skills/protonium-labs/axiomcore-plugin/ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 510 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00033	$0.00510
Opus 5.5	$0.00013	$0.00204
Sonnet 5.5	$0.00007	$0.00102
Haiku 4.5	$0.00003	$0.00051

Measured 1mo ago against content hash 4afe2e79351d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ingest scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ingest/SKILL.md · 56 lines

What it actually says

Task

Execute the requested action: $ARGUMENTS

Calling rule: /ingest <action> <arguments>.

If the requested action is ambiguous or contradictory, do NOT guess: flag it and ask for clarification before executing.

If action is empty

Describe this skill: its purpose and the actions table from "overview". Do not execute anything.

If action is "overview" (or unknown)

Argument	Action
`all`	Process every unprocessed file in `vault/sources/`
`file <name>`	Process one specific source file
`overview`	This table

If the action was unknown, say so first, then show the table.

If action is "all" or "file"

Scope:
- all: list vault/sources/ and compare against vault/log.md ingest entries to find unprocessed files. Large batches: one source at a time, report progress.
- file <name>: match the name in vault/sources/; if missing or empty, list the folder and ask.
Read each source fully. PDFs, images, transcripts, articles alike.
Integrate, don't just summarize, per source:
- Update existing pages where the topic exists; create new pages only for genuinely new topics (one topic per page).
- Add YAML frontmatter (tags, created, updated, source) and [[wiki links]] to every related page. A single source may touch 10-15 pages.
- Route by content: user-related → vault/me/, project-related → vault/projects/<name>/, general knowledge → vault/knowledge/.
- Flag contradictions explicitly in the page and in the report; never silently overwrite.
Never modify the source file itself (CLAUDE.md hard rule).

After any action

One log entry per source: ## [YYYY-MM-DD HH:MM] /ingest | <source> -> pages touched.
Update vault/index.md with new pages.
Report: sources processed, pages created/updated, contradictions flagged.

Notes

All pages must pass markdownlint.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

1mo ago First seen · 56 lines · 33 tokens per session scan A 4afe2e79351d

Subscribe to this mod's changes

ingest is a skill published in the GitHub repository protonium-labs/axiomcore-plugin (4 stars, last pushed 2mo ago), licensed MIT. It adds 33 tokens to every session and 510 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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